CN106959950A - The method and apparatus of migrating data between application cluster - Google Patents
The method and apparatus of migrating data between application cluster Download PDFInfo
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- CN106959950A CN106959950A CN201610012069.5A CN201610012069A CN106959950A CN 106959950 A CN106959950 A CN 106959950A CN 201610012069 A CN201610012069 A CN 201610012069A CN 106959950 A CN106959950 A CN 106959950A
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
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Abstract
The method and apparatus that the present invention provides migrating data between a kind of application cluster, the cooperation that data flow and status data are carried out by introducing one group of cluster Migration tools is migrated, the cluster that can realize semi-automation migration, so as to realize smooth, simply, efficient application cluster migration.The method of migrating data includes between the application cluster of the present invention:The inlet flow of disconnection source application cluster simultaneously caches the inlet flow;Extract the status data of the source application cluster;Extracted status data is loaded to intended application cluster;The inlet flow of caching is sent to the intended application cluster, current inlet flow is sent to the intended application cluster afterwards.
Description
Technical field
The present invention relates to field of computer technology, particularly migrated between a kind of application cluster
The method and apparatus of data.
Background technology
With information technology (IT) development, IT services more and more rapidly penetrate into social life
Every aspect living, tremendous contribution is being made to improve social production efficiency and bettering people's living environment
While, the complexity and disposal ability of IT system are also being developed rapidly, meanwhile, application cluster
Scale and quantity growth it is also very swift and violent.Application cluster refers to by one group of application and database
Server group into, serve application-specific scene, the distributed system that is physically isolated.
For example:Banking system.
With the scale and the rapid growth of quantity of application cluster, cluster dilatation, disaster tolerance, division,
The demand of migration etc. is also more and more frequent.But because cluster constructs the complexity with function in itself,
When carrying out cluster migration every time, O&M needs the workload implemented all very big.How to simplify
The process of cluster migration, the cost of reduction cluster migration, current big-and-middle-sized IT enterprises face
Key subjects.
Conventional cluster moving method mainly has two kinds at present:Shared data type is migrated and manually moved
Move.
The characteristics of shared data type moving method is only migration application, and database keeps constant.Such as
It is the transition process schematic diagram of shared data type cluster shown in Fig. 1.The cluster moving method is real
The precondition applied be application system be stateless or application system state it is discardable (such as
Caching).
The advantage of this method is, than database migration, and application system migration is easier, only
Need configuration (including network and the database of the copy source application system in intended application system
Deng reference address etc.) smoothed can go to target cluster, and support persistent service.
Correspondingly, this method also has some shortcomings, is mainly manifested in:Applicable surface is narrow,
It is only applicable to compute-intensive applications, such as scientific algorithm;It is intensive for input and output (I/O)
Type application etc. needs the application for frequently accessing database unsuitable.And because application at present is set
Model-driven is used the method for meter more, therefore database acts on very big in application cluster, only
Migration application system is difficult to reach expansible requirement.
The method manually migrated is on the basis of shared data type moving method, to add people
The link in work migrating data storehouse.DBA DBA (Database Administrator) or
Database operation maintenance personnel is required according to migration, database is copied to target cluster first, then
The data of cleaning source cluster, readjust the configuration of intended application system (such as:Network or
Reference address of database etc.).
The advantage of artificial moving method is to migrate ratio more thoroughly, disclosure satisfy that the requirement of scalability.
Correspondingly, the shortcoming of this method is complex operation, and quantities is than larger, and in handoff procedure
Need to terminate service when carrying out database migration, it is impossible to continuous service is provided, therefore can cause to lose
Lose partial data.
To sum up, two kinds of conventional at present cluster moving methods all have certain limitation, mainly
Show:
1st, shared data type is migrated:Migration is not thorough, narrow application range;
2nd, artificial migration:Transition process is complicated, and quantities is big, and high cost need to interrupt service.
The content of the invention
In view of this, the method and apparatus that the present invention provides migrating data between a kind of application cluster,
The cooperation that data flow and status data are carried out by introducing one group of cluster Migration tools is migrated, energy
The cluster that enough realizes semi-automation is migrated, thus realize it is smooth, simply, efficient application cluster it
Between data migration.
To achieve the above object, according to an aspect of the invention, there is provided a kind of application cluster
Between migrating data method.
A kind of method of migrating data between application cluster, the application cluster has data input
Stream, methods described includes:The inlet flow of disconnection source application cluster simultaneously caches the inlet flow;Carry
Take the status data of the source application cluster;Extracted status data is loaded to intended application collection
Group;The inlet flow of caching is sent to the intended application cluster, afterwards current inlet flow
It is sent to the intended application cluster.
Alternatively, before the step of disconnecting the inlet flow of source application cluster, also include:Initialization
The intended application cluster.
Alternatively, the step of status data of the extraction source application cluster includes:According to
The status data produces data snapshot, and described loads extracted status data to target
The step of application cluster, includes data snapshot to revert to status data, then the status number
According to being loaded into the intended application cluster.
Alternatively, after the step of current inlet flow being sent to the intended application cluster,
Also include:The status data being extracted is deleted from the source application cluster.
Alternatively, the cluster migration includes complete migration and part is migrated.
There is provided a kind of dress of migrating data between application cluster according to another aspect of the present invention
Put.
A kind of device of migrating data between application cluster, the application cluster has data input
Stream, described device includes:Inlet flow interception module, the inlet flow for disconnecting source application cluster
And cache the inlet flow;Status data extraction module, for extracting the source application cluster
Status data;Status data load-on module, for loading, extracted status data should to target
Use cluster;Inlet flow forwarding module, for the inlet flow of caching to be sent to the intended application
Current inlet flow, is sent to the intended application cluster by cluster afterwards.
Alternatively, also include:Cluster initialization module, for disconnecting the defeated of source application cluster
Before becoming a mandarin, the intended application cluster is initialized.
Alternatively, the status data extraction module is additionally operable to produce number according to the status data
According to snapshot, and the status data load-on module is additionally operable to data snapshot to revert to status number
According to the status data is then loaded into the intended application cluster.
Alternatively, also include:Cluster cleaning modul, for being sent to current inlet flow
After the intended application cluster, the status data being extracted is deleted from the source application cluster.
Alternatively, the cluster migration includes complete migration and part is migrated.
A kind of technique according to the invention scheme, it is proposed that normative model of application cluster, and
The method migrated to the application cluster for meeting the normative model.By to source application cluster
The inlet flow of disconnection is cached, and is again forwarded inlet flow after the completion of pending data migration, can
To ensure the integrality and sequencing of input data;By the way that source is answered in the form of data snapshot
Intended application cluster is transferred to the status data of cluster, not only safety but also shape can be efficiently carried out
The migration of state data, migration is thorough.Carrying out cluster migration using technical scheme can be with
Between simplified cluster the step of Data Migration, the workload of reduction cluster migration, so as to improve collection
The efficiency of group's migration;By the structure of specification application cluster, cluster can be reduced to database
Highly rely on, so that direct application cluster is to lightweight, modularization evolution, and then realize flat
Sliding, simple, efficient application cluster migration.
Brief description of the drawings
Accompanying drawing is used to more fully understand the present invention, does not constitute inappropriate limitation of the present invention.Wherein:
Fig. 1 is the transition process schematic diagram of shared data type cluster in the prior art;
Fig. 2 is the main of the method for migrating data between application cluster according to embodiments of the present invention
Step schematic diagram;
Fig. 3 is the main of the device of migrating data between application cluster according to embodiments of the present invention
Module diagram;
Fig. 4 is the framework of the system of migrating data between application cluster according to embodiments of the present invention
Figure;
Fig. 5 is the schematic flow sheet of migrating data between application cluster according to embodiments of the present invention.
Embodiment
The one exemplary embodiment of the present invention is explained below in conjunction with accompanying drawing, including this hair
The various details of bright embodiment should think them only exemplary to help understanding.
Therefore, it will be appreciated by those of ordinary skill in the art that, the embodiments described herein can be done
Go out various changes and modifications, without departing from scope and spirit of the present invention.Equally, in order to clear
Chu and simplicity, eliminate the description to known function and structure in following description.
Fig. 2 is the main of the method for migrating data between application cluster according to embodiments of the present invention
Step schematic diagram.Wherein, source application cluster is to need to move out the clusters of data, intended application collection
Group is the cluster of data to be moved into, and the part or all of load that source application cluster is carried is in migration
Undertaken after completing by intended application cluster.In addition, the application cluster of the present invention has data defeated
Become a mandarin.As shown in Fig. 2 the method for migrating data mainly includes between the application cluster of the present invention
Steps S21 to step S24:
Step S21:The inlet flow of disconnection source application cluster simultaneously caches the inlet flow;
Step S22:The status data of extraction source application cluster;
Step S23:Extracted status data is loaded to intended application cluster;
Step S24:The inlet flow of caching is sent to the intended application cluster, afterwards current
Inlet flow be sent to the intended application cluster.
, can also be initial in advance before the inlet flow of step S21 disconnection source application clusters is performed
Change intended application cluster.
Wherein, the status data of extraction source application cluster includes in step S22:According to status number
According to generation data snapshot, and step S23 loads extracted status data to intended application collection
Group includes data snapshot to revert to status data, and the status data is then loaded into target should
Use cluster.
In addition, after step S24 is sent to current inlet flow the intended application cluster,
The status data being extracted can also be deleted from the application cluster of source.
Cluster migration in the present invention includes complete migration and part is migrated.Wherein complete migrate is
Refer to and the load of source application cluster is transferred completely into target cluster, part migration refers to apply in source
Sub-load in cluster is transferred to target cluster.For example:The cluster resource of certain website is from Beijing
It is complete migration that computer room, which is transferred to Shanghai computer room,;The website newly sets Shanghai computer room and is responsible for handling East China
The business in area is to belong to part migration.
Fig. 3 is the main of the device of migrating data between application cluster according to embodiments of the present invention
Module diagram.Wherein, source application cluster is to need to move out the clusters of data, intended application collection
Group is the cluster of data to be moved into, and the part or all of load that source application cluster is carried is in migration
Undertaken after completing by intended application cluster.In addition, the application cluster of the present invention has data defeated
Become a mandarin.As shown in figure 3, the device 30 of migrating data is mainly wrapped between the application cluster of the present invention
Include inlet flow interception module 31, status data extraction module 32, status data load-on module 33
With inlet flow forwarding module 34.
Inlet flow interception module 31 is used to disconnect the inlet flow of source application cluster and caches the input
Stream;Status data extraction module 32 is used for the status data of extraction source application cluster;Status data
Load-on module 33 is used to load extracted status data to intended application cluster;Inlet flow is forwarded
Module 34 is used to the inlet flow of caching be sent to the intended application cluster, afterwards current
Inlet flow is sent to the intended application cluster.
In addition, the device 30 of migrating data can also include cluster between the application cluster of the present invention
Initialization module, for disconnect source application cluster inlet flow before, initialized target application
Cluster.
Wherein, status data extraction module 32 can be also used for producing number according to the status data
According to snapshot, and status data load-on module 33 can be also used for data snapshot to revert to state
Status data, is then loaded into intended application cluster by data.
The device 30 of migrating data can also include cluster cleaning mould between the application cluster of the present invention
Block, for current inlet flow to be sent to after the intended application cluster, from source application
The status data being extracted is deleted in cluster.
Cluster migration in the present invention includes complete migration and part is migrated.
Fig. 4 is the framework of the system of migrating data between application cluster according to embodiments of the present invention
Figure.As shown in figure 4, normative model of the present invention comprising application cluster and one group of migration work
Tool.Wherein, the Migration tools include stream routing unit and status data migration units.
Source application cluster is to need to move out the clusters of data, and intended application cluster is data to be moved into
Cluster, the part or all of load that source application cluster is carried migration complete after by target
Application cluster undertakes.In order to meet the transportable property of application cluster, source application cluster of the invention
Need to meet normative model as shown in table 1 with intended application cluster.
The application cluster normative model of table 1
In the present invention, status data refers to the data that can be changed with inlet flow,
It is exactly the data for generating and preserving in application system running.Due to an application cluster
Status data preservation based on database, preserved while being additionally may included in local persistence
File and caching data (for example:It is stored in the first-class data of the disk of cluster server).
Therefore, in order to ensure status data migration integrality, it is necessary to which application cluster has data extraction
Extract and data load Load function, can extract status data all in cluster simultaneously
Snapshot is saved as, while can also be loaded into new cluster.
Wherein, the data loading Load services in table 1, by will be kept in state transition component
Data snapshot be loaded into current cluster, and data snapshot is reverted to status data, you can
Status data in the application cluster of source is loaded into intended application cluster by realization.For example:Assuming that
Cluster A is saved in the state S of a certain time data in snapshot, and it is complete that cluster B loads the snapshot
Cheng Hou, the state of cluster B data should be S.
Stream routing unit can be used for, when carrying out application cluster migration, disconnecting source application cluster
Inlet flow is simultaneously cached, to ensure that inlet flow is not lost;It may be simultaneously used for according to setting
Rule inlet flow is switched in different clusters.The rule of setting is for example:" odd number
Electronic documents issue A clusters, and the document of even number is issued B clusters ", or " all lists
A clusters are transmitted to according to full dose, the document not finished is transmitted to B clusters ", etc..
If cluster migration is complete migration, i.e. the load of source application cluster all moves to mesh
Application cluster is marked, then flows routing unit and is responsible for whole inlet flows to be switched to target cluster;Such as
Really cluster migration is part migration, then flows routing component and be responsible for according to shunting rule, meeting
The data input stream of rule is switched to target cluster.
Status data migration units are mainly used in extracting by calling the data of source application cluster
Extract is serviced, and the current data state of source application cluster is saved as snapshot, then recalled
The data loading Load services of target cluster, add the snapshot kept in status data migration units
It is downloaded in target cluster and reverts to status data.
Fig. 5 is the schematic flow sheet of migrating data between application cluster according to embodiments of the present invention.
The key step and sequencing of migrating data between application cluster of the present invention are denoted in figure.
In addition, needing first initialized target cluster before application cluster migration.Initialized target
Cluster mainly has 3 key links.It is that the physical resource for ensureing cluster is all on board first, wraps
Include basic network, application server and database server etc.;Next to that initialization application service
Application system in device, the configuration of main deployment and running environment including application system, for example:
Reference address configuration of network and database etc.;It is finally the configuration of initialization data storehouse, main bag
Include initialization of database program installation, the initialization of storehouse table, and basic data etc., wherein base
The difference of plinth data and status data is that basic data and inlet flow are unrelated, i.e., basic data is not
It can change with inlet flow.
After the completion of the initialization of target cluster, you can practice the Data Migration of cluster.Such as Fig. 5
Shown, the Data Migration of application cluster mainly includes the steps:
Step S51:The inlet flow of disconnection source application cluster.By flowing routing unit disconnection or damming
To the inlet flow of source application cluster (if complete migration then disconnects all inlet flows, if
Part migration, which then disconnects, will move to the inlet flow of intended application cluster), this opisthogenesis application cluster
The inlet flow of intended application cluster will be moved into by no longer receiving;
Step S52:Cache the inlet flow disconnected.In order to ensure that inlet flow is not lost, it is necessary in stream
The information in inlet flow is cached in routing unit, can be with message team when carrying out inlet flow caching
The form of row preserves inlet flow in the buffer, can also other forms progress record preservation one by one;
Step S53:The status data of extraction source application cluster, and save as data snapshot.State
Data migration unit extracts Extract services by calling the data of source application cluster, and source is applied
The status data preserved in Cluster Database, disk file and caching exports as data snapshot, and
Keep in status data migration units;
Step S54:Data snapshot is loaded, and data snapshot reverted to be saved in after status data
In target cluster.Status data migration units are loaded by the data of invocation target application cluster
Load is serviced, and the data snapshot kept in status data migration units is loaded and state is reverted to
After data, it is saved in intended application cluster;
Step S55:The inlet flow of caching is returned into intended application cluster.Open inlet flow it
The preceding sequencing for needing to ensure input data, therefore need first to recover the inlet flow in caching
Intended application cluster is transmitted into intended application cluster, then current inlet flow;
Step S56:After the completion of inlet flow to be cached recovers, current inlet flow is transmitted to mesh
Mark application cluster.
According to step S51 described above to step S56, you can input data is not being lost in realization
Under the premise of perform status data migration so that the Data Migration between realizing application cluster.
After the completion of cluster migration, intended application cluster can start normal work.In addition, may be used also
To carry out ending processing to source application cluster.Ending processing to source application cluster will be according to difference
Scene is treated with a certain discrimination.If this time cluster migration is complete migration, i.e., all loads are whole
Move to intended application cluster, then, now source application cluster needs closing cluster to run and return
Receive resource;If this time cluster migration is part migration, the data to source application cluster are needed
Operation is simplified in storehouse, deletes the relevant state data for needing not continue to safeguard, i.e.,:Delete by
The status data of extraction.
The above is the implementation process of the embodiment of the present invention.
A kind of technical scheme according to embodiments of the present invention, it is proposed that normative model of application cluster,
And to method that the application cluster for meeting the normative model is migrated.By collecting to source application
The inlet flow of the disconnection of group is cached, and is again forwarded inlet flow after the completion of pending data migration,
The integrality and sequencing of input data can be ensured;By in the form of data snapshot by source
The status data of application cluster is transferred to intended application cluster, not only can carry out safely but also efficiently
The migration of status data, migration is thorough.Carrying out cluster migration using technical scheme can
The step of to simplify Data Migration between cluster, the workload of reduction cluster migration, so as to improve
The efficiency of cluster migration;By the structure of specification application cluster, cluster can be reduced to database
Height rely on so that direct application cluster is to lightweight, modularization evolution, and then realize
Smoothly, simply, efficient application cluster migration.
In addition, strong dependence is not present between the application cluster of the present invention, and if application cluster has
Export, then it exports physical model independent of downstream cluster.When the physics mould of downstream cluster
When type changes, the output stream of application cluster of the invention is unaffected.
Above-mentioned embodiment, does not constitute limiting the scope of the invention.This area
Technical staff is it is to be understood that depending on design requirement and other factors, can occur various
Modification, combination, sub-portfolio and the replacement of various kinds.It is any within the spirit and principles in the present invention
Modification, equivalent and improvement for being made etc., should be included within the scope of the present invention.
Claims (10)
1. a kind of method of migrating data between application cluster, it is characterised in that the application collection
Group has data input stream, and methods described includes:
The inlet flow of disconnection source application cluster simultaneously caches the inlet flow;
Extract the status data of the source application cluster;
Extracted status data is loaded to intended application cluster;
The inlet flow of caching is sent to the intended application cluster, afterwards current inlet flow
It is sent to the intended application cluster.
2. according to the method described in claim 1, it is characterised in that disconnect source application cluster
Before the step of inlet flow, also include:
Initialize the intended application cluster.
3. according to the method described in claim 1, it is characterised in that
The step of status data of the extraction source application cluster, includes:According to the state
Data produce data snapshot, and described load extracted status data to intended application cluster
The step of include data snapshot is reverted to status data, then the status data is loaded into
The intended application cluster.
4. according to the method described in claim 1, it is characterised in that current inlet flow is sent out
After the step of giving the intended application cluster, also include:
The status data being extracted is deleted from the source application cluster.
5. according to the method described in claim 1, it is characterised in that the cluster migration includes
Complete migration and part are migrated.
6. a kind of device of migrating data between application cluster, it is characterised in that the application collection
Group has data input stream, and described device includes:
Inlet flow interception module, for disconnecting the inlet flow of source application cluster and caching the input
Stream;
Status data extraction module, the status data for extracting the source application cluster;
Status data load-on module, for loading, extracted status data is to intended application cluster;
Inlet flow forwarding module, for the inlet flow of caching to be sent to the intended application cluster,
Current inlet flow is sent to the intended application cluster afterwards.
7. device according to claim 6, it is characterised in that also include:
Cluster initialization module, for before the inlet flow of source application cluster is disconnected, initializing
The intended application cluster.
8. device according to claim 6, it is characterised in that
The status data extraction module is additionally operable to produce data snapshot according to the status data,
And the status data load-on module is additionally operable to data snapshot to revert to status data, then
The status data is loaded into the intended application cluster.
9. device according to claim 6, it is characterised in that also include:
Cluster cleaning modul, for current inlet flow to be sent to the intended application cluster
Afterwards, the status data being extracted is deleted from the source application cluster.
10. device according to claim 6, it is characterised in that the cluster migration includes
Complete migration and part are migrated.
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CN113282391A (en) * | 2021-05-21 | 2021-08-20 | 北京京东振世信息技术有限公司 | Cluster switching method, cluster switching device, electronic equipment and readable storage medium |
CN115098035A (en) * | 2022-07-08 | 2022-09-23 | 天津华呈鼎丰科技有限公司 | Big data storage method and system based on multi-terminal cloud computing cluster |
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Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
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CN109254960A (en) * | 2018-08-24 | 2019-01-22 | 中国人民银行清算总中心 | A kind of moving method and device of database mass data |
CN111506555A (en) * | 2020-03-13 | 2020-08-07 | 平安科技(深圳)有限公司 | Druid cluster migration method and device and computer equipment |
CN111506555B (en) * | 2020-03-13 | 2023-05-23 | 平安科技(深圳)有限公司 | Druid cluster migration method and device and computer equipment |
CN113282391A (en) * | 2021-05-21 | 2021-08-20 | 北京京东振世信息技术有限公司 | Cluster switching method, cluster switching device, electronic equipment and readable storage medium |
CN113282391B (en) * | 2021-05-21 | 2023-09-26 | 北京京东振世信息技术有限公司 | Cluster switching method, cluster switching device, electronic equipment and readable storage medium |
CN115098035A (en) * | 2022-07-08 | 2022-09-23 | 天津华呈鼎丰科技有限公司 | Big data storage method and system based on multi-terminal cloud computing cluster |
CN115098035B (en) * | 2022-07-08 | 2022-12-13 | 四川银亿科技有限公司 | Big data storage method and system based on multi-terminal cloud computing cluster |
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